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Test data feature extraction method, test method and related device

A test data and feature extraction technology, applied in software testing/debugging, electrical digital data processing, error detection/correction, etc., can solve problems such as difficulty in providing and low correlation accuracy, and achieve the effect of avoiding redundant structures

Pending Publication Date: 2021-06-25
GUANGZHOU HUYA TECH CO LTD
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Problems solved by technology

However, there are two obvious problems in this scheme: one is that it relies on a large amount of Chinese text sets as training materials, but it is usually difficult to provide a large number of structured test case texts for new products; the other is that the association accuracy is biased by clustering. Low, generally below 50%

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  • Test data feature extraction method, test method and related device
  • Test data feature extraction method, test method and related device
  • Test data feature extraction method, test method and related device

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Embodiment Construction

[0020] The solutions of the embodiments of the present application will be described in detail below in conjunction with the accompanying drawings.

[0021] In the following description, for purposes of illustration rather than limitation, specific details, such as specific system architectures, interfaces, and techniques, are set forth in order to provide a thorough understanding of the present application.

[0022] The terms "system" and "network" are often used interchangeably herein. The term "and / or" in this article is just an association relationship describing associated objects, which means that there can be three relationships, for example, A and / or B can mean: A exists alone, A and B exist simultaneously, and there exists alone B these three situations. In addition, the character " / " in this article generally indicates that the contextual objects are an "or" relationship. In addition, "many" herein means two or more than two.

[0023] see figure 1 , figure 1 It ...

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Abstract

The invention discloses a test data feature extraction method, a test method and a related device. The test data feature extraction method comprises the steps of: obtaining original corpus short sentences in a test case; extracting keywords of the original corpus short sentences to form a keyword set; adjusting the keyword set by adopting a pre-trained word embedding model to obtain a vectorized feature statement corresponding to the original corpus short sentence; and encrypting the vectorized feature statement by adopting a preset encryption algorithm to obtain a test data feature corresponding to the original corpus short sentence. According to the scheme, redundant construction of the test data can be avoided.

Description

technical field [0001] The present application relates to the technical field of software testing, in particular to a testing data feature extraction method, testing method and related devices. Background technique [0002] Since there are many ways of describing the same thing in Chinese natural language, especially the texts written by different people are more different. Therefore, there will be differences when different people use Chinese natural language to write structured test cases, resulting in test data Redundant construction results in excessive duplication of labor and low reuse. [0003] The existing implementation scheme can use the sentence vector method, use a large number of Chinese text sets as training materials, obtain the data model through unsupervised learning, and then use the model to cluster the short sentences in the structured test cases, and group similar short sentences The association is then mapped with a unique test data ID. However, there...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/36
CPCG06F11/368G06F11/3684
Inventor 陈振坤张伟杰
Owner GUANGZHOU HUYA TECH CO LTD